ArticleFrontiers in cardiovascular medicine2022
Identifying Excessive Intake of Oil and Salt to Prevent and Control Hypertension: A Latent Class Analysis.
Article in Frontiers in cardiovascular medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed.
- Association between the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and peripheral artery disease in vascular surgery inpatients aged 50 and above: a retrospective cross-sectional study.Frontiers in medicine · 2026Article
- Exploration of dietary patterns in southern China: application-based comparison of factor analysis and latent class analysis.Journal of health, population, and nutrition · 2025Article
- Dietary modulation for the hypertension risk group in Koreans: a cross-sectional study.Nutrition & metabolism · 2025Article
- The associations between healthy lifestyle scores, their long-term changes, and incident hypertension risk in adults: a prospective cohort study.Frontiers in cardiovascular medicine · 2025Article
- Studying the Relationship Between Coal Consumption and Health of Rural Residents: Evidence from China.Environmental health insights · 2025Article
- Gender differences in the association between the triglyceride-glucose index and peripheral artery disease in vascular surgery inpatients aged 50 and above: a retrospective cross-sectional study.Frontiers in endocrinology · 2025Article
- Article
- Examination of Cluster Groups of Risk Behaviors and Beliefs Associated with Non-Communicable Diseases with Latent Class Analysis: A Cross-Sectional Study in Rural Bangladesh.Healthcare (Basel, Switzerland) · 2023Article
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9 authors.
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Abstract
Introduction: To identify health hazard behaviors and provide a basis for targeted management and intervention for patients with hypertension, we classified their health-related behaviors. Methods: A multi-stage random sampling method was used to conduct an on-site questionnaire survey among residents aged ≥15 years in a certain urban area of Taiyuan City, Shanxi Province, China. A latent class analysis was used to classify the lifestyle behaviors of patients with hypertension. The lifestyle behavior characteristics of different types of patients with hypertension and their awareness of hypertension were assessed. Results: The prevalence of hypertension in Taiyuan City was 19.5%. Patients with hypertension were classified into three clusters according to their lifestyle patterns: smoking and drinking (13.35%), excessive edible oil and salt intake (68.27%), and healthy behavior (18.38%). Comparing the three latent classes of lifestyle, the distribution of age, sex, marital status, and education level was different ( Conclusion: The lifestyle behaviors of patients with hypertension have evident classification characteristics. Approximately two-thirds of the patients with hypertension have an excessive intake of oil and salt. Therefore, targeted and precise intervention measures should be taken to control the intake of oil and salt in this cohort.
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